
Senior Data Scientist
2 weeks ago
Data Science Leadership Opportunity
About This Role:Join a team of professionals seeking to enhance mortgage-specific applications through cutting-edge data science techniques.
With over 25 years of cumulative recruitment experience, our organization has established itself as a global leader in search and recruitment.
Our well-trained and customer-centric team collaborates with clients and candidates to deliver exceptional results.
Key Responsibilities:- Leading Data Analysis and Preprocessing: Direct the analysis and preprocessing of diverse datasets relevant to the mortgage industry.
- Model Development and Fine-Tuning: Oversee the research and implementation of state-of-the-art NLP models, focusing on pre-training as well as instruction tuning pre-trained LLMs for mortgage-specific applications.
- Algorithm Implementation: Develop and optimize machine learning algorithms to enhance model performance, accuracy, and efficiency.
- Collaboration: Work closely with domain experts to incorporate industry knowledge into model development.
- Experimentation: Conduct experiments to validate model hypotheses, analyze results, and iterate on model improvements.
- Technical Expertise: Strong background in machine learning, deep learning, and NLP.
- NLP Knowledge: Experience with NLP frameworks and libraries (e.g., Hugging Face Transformers).
- Data Handling: Proficiency in handling large datasets, feature engineering, and statistical analysis.
- Problem Solving: Strong analytical skills with the ability to solve complex problems using data-driven approaches.
- Educational Background: Master's or Ph.D. in Data Science, Computer Science, Statistics, or a related field.
- Cloud Computing: Familiarity with cloud platforms (e.g., AWS, Azure) for scalable computing solutions.
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